Machine Learning Engineer
4 weeks ago
Job Title: Machine Learning Programmer
Job Description:
We are seeking a highly skilled Machine Learning Programmer to join our team at Ubisoft. As a Machine Learning Programmer, you will be responsible for analyzing existing animation tech stacks and proposing novel approaches using machine learning techniques.
Responsibilities:
- Analyze existing animation tech stacks and propose novel approaches using machine learning techniques
- Stay on top of current industry developments in ML and bring them to the animation leadership for knowledge sharing
- Execute and contribute to the existing animation roadmap for the animation team
- Work as part of a diverse full stack animation team to revolutionize how we make animation as a studio by industrializing pragmatic ML techniques into our animation technology stacks
- Able to think outside of animation domain and provide ML solutions into other domains for problem solving
Qualifications:
- Masters or PHD in a machine learning software engineering field (or equivalent industry experience)
- Undergraduate degree in computer science (or significant industry experience)
- Strong 3D mathematics and calculus
- Experience with modern game engines (unreal / unity)
- Understanding of current novel and standard runtime and offline animation techniques for games and film
- Innovative thinker also able to take direction
- Excellent communication skills
- Pragmatic and solution oriented
- Mastery of deep learning frameworks (pytorch / keras)
- Understanding of state of the art machine learning topics (VAEs, NERFS, GANS etc)
- A passion for animation in games
- C++ experience
About Us:
Ubisoft is a leading video game developer and publisher with a rich history of creating immersive and engaging gaming experiences. Our team consists of talented individuals from diverse backgrounds and perspectives, united by a common mission to enrich the lives of players through original and memorable gaming experiences.
We are committed to fostering an inclusive and respectful work environment that sparks creativity and fosters connection. Our benefits package includes opportunities for professional growth, learning, and well-being.
If you are passionate about tackling thrilling challenges, leveraging cutting-edge technologies, and being part of the future of entertainment, join us to create the unknown.
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